SpringFocus/venv/lib/python3.8/site-packages/seaborn/tests/test_palettes.py

import colorsys
import numpy as np
import matplotlib as mpl

import pytest
import nose.tools as nt
import numpy.testing as npt

from .. import palettes, utils, rcmod
from ..external import husl
from ..colors import xkcd_rgb, crayons


class TestColorPalettes(object):

    def test_current_palette(self):

        pal = palettes.color_palette(["red", "blue", "green"])
        rcmod.set_palette(pal)
        assert pal == utils.get_color_cycle()
        rcmod.set()

    def test_palette_context(self):

        default_pal = palettes.color_palette()
        context_pal = palettes.color_palette("muted")

        with palettes.color_palette(context_pal):
            nt.assert_equal(utils.get_color_cycle(), context_pal)

        nt.assert_equal(utils.get_color_cycle(), default_pal)

    def test_big_palette_context(self):

        original_pal = palettes.color_palette("deep", n_colors=8)
        context_pal = palettes.color_palette("husl", 10)

        rcmod.set_palette(original_pal)
        with palettes.color_palette(context_pal, 10):
            nt.assert_equal(utils.get_color_cycle(), context_pal)

        nt.assert_equal(utils.get_color_cycle(), original_pal)

        # Reset default
        rcmod.set()

    def test_palette_size(self):

        pal = palettes.color_palette("deep")
        assert len(pal) == palettes.QUAL_PALETTE_SIZES["deep"]

        pal = palettes.color_palette("pastel6")
        assert len(pal) == palettes.QUAL_PALETTE_SIZES["pastel6"]

        pal = palettes.color_palette("Set3")
        assert len(pal) == palettes.QUAL_PALETTE_SIZES["Set3"]

        pal = palettes.color_palette("husl")
        assert len(pal) == 6

        pal = palettes.color_palette("Greens")
        assert len(pal) == 6

    def test_seaborn_palettes(self):

        pals = "deep", "muted", "pastel", "bright", "dark", "colorblind"
        for name in pals:
            full = palettes.color_palette(name, 10).as_hex()
            short = palettes.color_palette(name + "6", 6).as_hex()
            b, _, g, r, m, _, _, _, y, c = full
            assert [b, g, r, m, y, c] == list(short)

    def test_hls_palette(self):

        hls_pal1 = palettes.hls_palette()
        hls_pal2 = palettes.color_palette("hls")
        npt.assert_array_equal(hls_pal1, hls_pal2)

    def test_husl_palette(self):

        husl_pal1 = palettes.husl_palette()
        husl_pal2 = palettes.color_palette("husl")
        npt.assert_array_equal(husl_pal1, husl_pal2)

    def test_mpl_palette(self):

        mpl_pal1 = palettes.mpl_palette("Reds")
        mpl_pal2 = palettes.color_palette("Reds")
        npt.assert_array_equal(mpl_pal1, mpl_pal2)

    def test_mpl_dark_palette(self):

        mpl_pal1 = palettes.mpl_palette("Blues_d")
        mpl_pal2 = palettes.color_palette("Blues_d")
        npt.assert_array_equal(mpl_pal1, mpl_pal2)

    def test_bad_palette_name(self):

        with nt.assert_raises(ValueError):
            palettes.color_palette("IAmNotAPalette")

    def test_terrible_palette_name(self):

        with nt.assert_raises(ValueError):
            palettes.color_palette("jet")

    def test_bad_palette_colors(self):

        pal = ["red", "blue", "iamnotacolor"]
        with nt.assert_raises(ValueError):
            palettes.color_palette(pal)

    def test_palette_desat(self):

        pal1 = palettes.husl_palette(6)
        pal1 = [utils.desaturate(c, .5) for c in pal1]
        pal2 = palettes.color_palette("husl", desat=.5)
        npt.assert_array_equal(pal1, pal2)

    def test_palette_is_list_of_tuples(self):

        pal_in = np.array(["red", "blue", "green"])
        pal_out = palettes.color_palette(pal_in, 3)

        nt.assert_is_instance(pal_out, list)
        nt.assert_is_instance(pal_out[0], tuple)
        nt.assert_is_instance(pal_out[0][0], float)
        nt.assert_equal(len(pal_out[0]), 3)

    def test_palette_cycles(self):

        deep = palettes.color_palette("deep6")
        double_deep = palettes.color_palette("deep6", 12)
        nt.assert_equal(double_deep, deep + deep)

    def test_hls_values(self):

        pal1 = palettes.hls_palette(6, h=0)
        pal2 = palettes.hls_palette(6, h=.5)
        pal2 = pal2[3:] + pal2[:3]
        npt.assert_array_almost_equal(pal1, pal2)

        pal_dark = palettes.hls_palette(5, l=.2)  # noqa
        pal_bright = palettes.hls_palette(5, l=.8)  # noqa
        npt.assert_array_less(list(map(sum, pal_dark)),
                              list(map(sum, pal_bright)))

        pal_flat = palettes.hls_palette(5, s=.1)
        pal_bold = palettes.hls_palette(5, s=.9)
        npt.assert_array_less(list(map(np.std, pal_flat)),
                              list(map(np.std, pal_bold)))

    def test_husl_values(self):

        pal1 = palettes.husl_palette(6, h=0)
        pal2 = palettes.husl_palette(6, h=.5)
        pal2 = pal2[3:] + pal2[:3]
        npt.assert_array_almost_equal(pal1, pal2)

        pal_dark = palettes.husl_palette(5, l=.2)  # noqa
        pal_bright = palettes.husl_palette(5, l=.8)  # noqa
        npt.assert_array_less(list(map(sum, pal_dark)),
                              list(map(sum, pal_bright)))

        pal_flat = palettes.husl_palette(5, s=.1)
        pal_bold = palettes.husl_palette(5, s=.9)
        npt.assert_array_less(list(map(np.std, pal_flat)),
                              list(map(np.std, pal_bold)))

    def test_cbrewer_qual(self):

        pal_short = palettes.mpl_palette("Set1", 4)
        pal_long = palettes.mpl_palette("Set1", 6)
        nt.assert_equal(pal_short, pal_long[:4])

        pal_full = palettes.mpl_palette("Set2", 8)
        pal_long = palettes.mpl_palette("Set2", 10)
        nt.assert_equal(pal_full, pal_long[:8])

    def test_mpl_reversal(self):

        pal_forward = palettes.mpl_palette("BuPu", 6)
        pal_reverse = palettes.mpl_palette("BuPu_r", 6)
        npt.assert_array_almost_equal(pal_forward, pal_reverse[::-1])

    def test_rgb_from_hls(self):

        color = .5, .8, .4
        rgb_got = palettes._color_to_rgb(color, "hls")
        rgb_want = colorsys.hls_to_rgb(*color)
        nt.assert_equal(rgb_got, rgb_want)

    def test_rgb_from_husl(self):

        color = 120, 50, 40
        rgb_got = palettes._color_to_rgb(color, "husl")
        rgb_want = tuple(husl.husl_to_rgb(*color))
        assert rgb_got == rgb_want

        for h in range(0, 360):
            color = h, 100, 100
            rgb = palettes._color_to_rgb(color, "husl")
            assert min(rgb) >= 0
            assert max(rgb) <= 1

    def test_rgb_from_xkcd(self):

        color = "dull red"
        rgb_got = palettes._color_to_rgb(color, "xkcd")
        rgb_want = xkcd_rgb[color]
        nt.assert_equal(rgb_got, rgb_want)

    def test_light_palette(self):

        pal_forward = palettes.light_palette("red")
        pal_reverse = palettes.light_palette("red", reverse=True)
        assert np.allclose(pal_forward, pal_reverse[::-1])

        red = mpl.colors.colorConverter.to_rgb("red")
        nt.assert_equal(pal_forward[-1], red)

        pal_cmap = palettes.light_palette("blue", as_cmap=True)
        nt.assert_is_instance(pal_cmap, mpl.colors.LinearSegmentedColormap)

    def test_dark_palette(self):

        pal_forward = palettes.dark_palette("red")
        pal_reverse = palettes.dark_palette("red", reverse=True)
        assert np.allclose(pal_forward, pal_reverse[::-1])

        red = mpl.colors.colorConverter.to_rgb("red")
        assert pal_forward[-1] == red

        pal_cmap = palettes.dark_palette("blue", as_cmap=True)
        assert isinstance(pal_cmap, mpl.colors.LinearSegmentedColormap)

    def test_diverging_palette(self):

        h_neg, h_pos = 100, 200
        sat, lum = 70, 50
        args = h_neg, h_pos, sat, lum

        n = 12
        pal = palettes.diverging_palette(*args,  n=n)
        neg_pal = palettes.light_palette((h_neg, sat, lum), int(n // 2),
                                         input="husl")
        pos_pal = palettes.light_palette((h_pos, sat, lum), int(n // 2),
                                         input="husl")
        assert len(pal) == n
        assert pal[0] == neg_pal[-1]
        assert pal[-1] == pos_pal[-1]

        pal_dark = palettes.diverging_palette(*args, n=n, center="dark")
        assert np.mean(pal[int(n / 2)]) > np.mean(pal_dark[int(n / 2)])

        pal_cmap = palettes.diverging_palette(*args, as_cmap=True)
        assert isinstance(pal_cmap, mpl.colors.LinearSegmentedColormap)

    def test_blend_palette(self):

        colors = ["red", "yellow", "white"]
        pal_cmap = palettes.blend_palette(colors, as_cmap=True)
        nt.assert_is_instance(pal_cmap, mpl.colors.LinearSegmentedColormap)

    def test_cubehelix_against_matplotlib(self):

        x = np.linspace(0, 1, 8)
        mpl_pal = mpl.cm.cubehelix(x)[:, :3].tolist()

        sns_pal = palettes.cubehelix_palette(8, start=0.5, rot=-1.5, hue=1,
                                             dark=0, light=1, reverse=True)

        nt.assert_list_equal(sns_pal, mpl_pal)

    def test_cubehelix_n_colors(self):

        for n in [3, 5, 8]:
            pal = palettes.cubehelix_palette(n)
            nt.assert_equal(len(pal), n)

    def test_cubehelix_reverse(self):

        pal_forward = palettes.cubehelix_palette()
        pal_reverse = palettes.cubehelix_palette(reverse=True)
        nt.assert_list_equal(pal_forward, pal_reverse[::-1])

    def test_cubehelix_cmap(self):

        cmap = palettes.cubehelix_palette(as_cmap=True)
        nt.assert_is_instance(cmap, mpl.colors.ListedColormap)
        pal = palettes.cubehelix_palette()
        x = np.linspace(0, 1, 6)
        npt.assert_array_equal(cmap(x)[:, :3], pal)

        cmap_rev = palettes.cubehelix_palette(as_cmap=True, reverse=True)
        x = np.linspace(0, 1, 6)
        pal_forward = cmap(x).tolist()
        pal_reverse = cmap_rev(x[::-1]).tolist()
        nt.assert_list_equal(pal_forward, pal_reverse)

    def test_cubehelix_code(self):

        color_palette = palettes.color_palette
        cubehelix_palette = palettes.cubehelix_palette

        pal1 = color_palette("ch:", 8)
        pal2 = color_palette(cubehelix_palette(8))
        assert pal1 == pal2

        pal1 = color_palette("ch:.5, -.25,hue = .5,light=.75", 8)
        pal2 = color_palette(cubehelix_palette(8, .5, -.25, hue=.5, light=.75))
        assert pal1 == pal2

        pal1 = color_palette("ch:h=1,r=.5", 9)
        pal2 = color_palette(cubehelix_palette(9, hue=1, rot=.5))
        assert pal1 == pal2

        pal1 = color_palette("ch:_r", 6)
        pal2 = color_palette(cubehelix_palette(6, reverse=True))
        assert pal1 == pal2

    def test_xkcd_palette(self):

        names = list(xkcd_rgb.keys())[10:15]
        colors = palettes.xkcd_palette(names)
        for name, color in zip(names, colors):
            as_hex = mpl.colors.rgb2hex(color)
            nt.assert_equal(as_hex, xkcd_rgb[name])

    def test_crayon_palette(self):

        names = list(crayons.keys())[10:15]
        colors = palettes.crayon_palette(names)
        for name, color in zip(names, colors):
            as_hex = mpl.colors.rgb2hex(color)
            nt.assert_equal(as_hex, crayons[name].lower())

    def test_color_codes(self):

        palettes.set_color_codes("deep")
        colors = palettes.color_palette("deep6") + [".1"]
        for code, color in zip("bgrmyck", colors):
            rgb_want = mpl.colors.colorConverter.to_rgb(color)
            rgb_got = mpl.colors.colorConverter.to_rgb(code)
            nt.assert_equal(rgb_want, rgb_got)
        palettes.set_color_codes("reset")

        with pytest.raises(ValueError):
            palettes.set_color_codes("Set1")

    def test_as_hex(self):

        pal = palettes.color_palette("deep")
        for rgb, hex in zip(pal, pal.as_hex()):
            nt.assert_equal(mpl.colors.rgb2hex(rgb), hex)

    def test_preserved_palette_length(self):

        pal_in = palettes.color_palette("Set1", 10)
        pal_out = palettes.color_palette(pal_in)
        nt.assert_equal(pal_in, pal_out)